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It is always challenging to teach a new programming language to someone with no prior programming knowledge. RStudio simplifies the learning process by handling all the technical setup. http://bit.ly/2JR3PXI

Single nucleotide polymorphisms, frequently called SNPs (pronounced “snips”), are the most common type of genetic variation among people. Each SNP represents a difference in a single DNA building block, called a nucleotide. For example, a SNP may replace the nucleotide cytosine (C) with the nucleotide thymine (T) in a certain stretch of DNA. SNPs occur normally throughout a person’s DNA. They occur once in every 300 nucleotides on average, which means there are roughly 10 million SNPs in the human genome. Most commonly, these variations are found in the DNA between genes.

We had authentication issues with Rmongo and Mongo 3.0, package was built in scala, we re-built it in java. Still wasn’t resolved 1 year later (jun 2015 when I reported, still open today)

It is basically an implementation of server-side processing of DataTables in R. Also set up auth using the copmany’s single-sign on

Full web dev team would take much longer

2 years later! Still being used and wanting to expand upon. Shiny infrastructure is there though.

What are the latest trends in R&D productivity across the industry? What are the key factors that influence R&D productivity? How do different companies compare — with the industry, with competitors? What are the latest trends in industry pipeline volumes, cycle times and success rates – by therapeutic area and granular indications? What are the most effective and useful metrics for measuring and comparing R&D productivity across the global pharmaceutical industry? Are the timelines and success rates by therapy area being experienced by my company competitive with the rest of the industry and what are the drivers for above or below average performance?

Add more charts

Fastest way to get the data, python auth code example in their docs

Refactor not throw away

networkD3 wasn’t enough needed more customization

Need a bi-directional tree, colors showed up that the client didn’t know existed!

Send custom message to front-end This searches for the custom message of the type “jsondata”. Then it takes the contents of the message, and assigns them to a java script variable, in this case json_data

Rapid Prototyping Data Products in Shiny - RStudio::Conf 2018

3.
HUMANS ARE NOT FORTUNE TELLERS
Missing
Data
OutliersNonlinearityCollinearity
Delimiters!!
1
t;||
Of course I knew there
wouldn’t be enough data
in Oglala Lakota County
when I wrote the 25
page requirements doc!

4.
WE’RE NOT BUILDING ASTON MARTINS
“Laugh at perfection. It’s boring and keeps you from being done.”

5.
THE DONE MANIFESTO
• http://www.manifestoproject.it/bre-pettis-and-kio-stark/
• https://www.bakadesuyo.com/2015/09/impostor-syndrome/
“Pretending you know what you’re doing
is almost the same as knowing what you
are doing, so just accept that you know
what you’re doing even if you don’t
and do it.”
There are three states of being:
1. Not knowing
2. Action
3. Completion.

8.
CUSTOM RMONGO PACKAGE
RMongo package built in Scala did not support authentication for Mongo 3.0
So we built an RJMongo package using Java = ACTION!
That same issue still isn’t resolved – originally reported in June 2015